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isimage

Syntologyentry name in harvested coderead from the graph 2026-09-24

isimage appears in the code Syntology harvested for 65 papers, as 4 distinct code bodies found in 66 places (a place is one code body under one paper). At least one of them ran in 64 of the papers; 0 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named isimage do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 3 of the 4 distinct code bodies named isimage; 1 is unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
1ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
2ran
1unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 21 of the 66 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

65 papers shown of 65, newest first; 66 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 2 papers added by Syntology; 5 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
AI for Cultural Heritage Textiles: Fine-Tuned Latent Diffusion for Novel Ulos Motif Synthesis added by Syntology 2026-07 (from id) CompVis/latent-diffusion/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
SynBrain: Enhancing Visual-to-fMRI Synthesis via Probabilistic Representation Learning added by Syntology 2025-08 (from id) MichaelMaiii/SynBrain/src/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
VideoMaker: Zero-shot Customized Video Generation with the Inherent Force of Video Diffusion Models 27 Dec 2024 wutao-cs/videomaker/inference.py ea4a1969281507a5 ran · violated contract licence not identified · pointer only
MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models 16 Dec 2024 cantbebetter2/mpq-dm/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models 15 Dec 2024 Snowfallingplum/SHMT/ldm/util.py b1368330cf0f5642 ran no licence file found · pointer only
LAION-SG: An Enhanced Large-Scale Dataset for Training Complex Image-Text Models with Structural Annotations 11 Dec 2024 yangling0818/sgdiff/ldm/util.py b1368330cf0f5642 ran no licence file found · pointer only
FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error 10 Dec 2024 Chuchad/FIRE/misc/dataset_construct.py ea4a1969281507a5 ran · violated contract MIT (permissive)
BiDM: Pushing the Limit of Quantization for Diffusion Models 8 Dec 2024 xingyu-zheng/bidm/bidm-cifar/models/util_ldm.py b1368330cf0f5642 ran no licence file found · pointer only
MureObjectStitch: Multi-reference Image Composition 12 Nov 2024 bcmi/mureobjectstitch-image-composition/ldm/util.py b1368330cf0f5642 ran no licence file found · pointer only
Adapting Diffusion Models for Improved Prompt Compliance and Controllable Image Synthesis 29 Oct 2024 DeepakSridhar/fgdm/controlnet/ldm/util.py b1368330cf0f5642 ran no licence file found · pointer only
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation 23 Oct 2024 chenliu-svg/ddl-cxr/ldm/util.py b1368330cf0f5642 ran Apache-2.0 (permissive)
Text2PDE: Latent Diffusion Models for Accessible Physics Simulation 2 Oct 2024 anthonyzhou-1/ldm_pdes/modules/utils.py b1368330cf0f5642 ran no licence file found · pointer only
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions 23 Sep 2024 afeng-x/pixwizard/models/clip/util.py b1368330cf0f5642 ran MIT (permissive)
Simultaneous Music Separation and Generation Using Multi-Track Latent Diffusion Models 2024-09 (from id) karchkha/msg-ld/src/latent_diffusion/util.py b1368330cf0f5642 ran no licence file found · pointer only
PrimeDepth: Efficient Monocular Depth Estimation with a Stable Diffusion Preimage 13 Sep 2024 vislearn/PrimeDepth/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
Improving Text-guided Object Inpainting with Semantic Pre-inpainting 12 Sep 2024 nnn-s/catdiffusion/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
Data Generation Scheme for Thermal Modality with Edge-Guided Adversarial Conditional Diffusion Model 7 Aug 2024 lengmo1996/ECDM/ecdm/util.py b1368330cf0f5642 ran no licence file found · pointer only
PID: Physics-Informed Diffusion Model for Infrared Image Generation 12 Jul 2024 fangyuanmao/pid/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
Stable-Pose: Leveraging Transformers for Pose-Guided Text-to-Image Generation 4 Jun 2024 ai-med/stablepose/ldm/util.py b1368330cf0f5642 ran GPL-3.0 (copyleft) · pointer only
Quality-aware Masked Diffusion Transformer for Enhanced Music Generation 24 May 2024 ivcylc/openmusic/audioldm_train/utilities/model_util.py b1368330cf0f5642 ran MIT (permissive)
Tuning-Free Image Customization with Image and Text Guidance 19 Mar 2024 zrealli/TIGIC/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
DEADiff: An Efficient Stylization Diffusion Model with Disentangled Representations 11 Mar 2024 bytedance/deadiff/ldm/util.py b1368330cf0f5642 ran Apache-2.0 (permissive)
PrimeComposer: Faster Progressively Combined Diffusion for Image Composition with Attention Steering 8 Mar 2024 codegoat24/primecomposer/ldm/util.py b1368330cf0f5642 ran no licence file found · pointer only
PLACE: Adaptive Layout-Semantic Fusion for Semantic Image Synthesis 4 Mar 2024 cszy98/place/ldm/util.py b1368330cf0f5642 ran no licence file found · pointer only
UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models 19 Feb 2024 nupurkmr9/concept-ablation/compvis/src/filter.py ea4a1969281507a5 ran · violated contract MIT (permissive)
UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models 19 Feb 2024 optml-group/unlearncanvas/diffusion_model_finetuning/ldm/util.py b1368330cf0f5642 ran no licence file found · pointer only
CapHuman: Capture Your Moments in Parallel Universes 1 Feb 2024 vamosc/caphuman/ldm/util.py b1368330cf0f5642 ran no licence file found · pointer only
Towards Real-World Blind Face Restoration with Generative Diffusion Prior 25 Dec 2023 chenxx89/bfrffusion/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
The Lottery Ticket Hypothesis in Denoising: Towards Semantic-Driven Initialization 13 Dec 2023 UT-Mao/Initial-Noise-Construction/ldm/util.py b1368330cf0f5642 ran no licence file found · pointer only
DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection 11 Dec 2023 lewandofskee/DiAD/ldm/util.py b1368330cf0f5642 ran Apache-2.0 (permissive)
ControlNet-XS: Rethinking the Control of Text-to-Image Diffusion Models as Feedback-Control Systems 11 Dec 2023 vislearn/ControlNet-XS/ldm/util.py b1368330cf0f5642 ran Apache-2.0 (permissive)
Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency 8 Dec 2023 yikai-wang/asuka-misato/asuka-flux/ldm/util.py b1368330cf0f5642 ran no licence file found · pointer only
ImageDream: Image-Prompt Multi-view Diffusion for 3D Generation 2 Dec 2023 bytedance/imagedream/extern/ImageDream/imagedream/ldm/util.py b1368330cf0f5642 ran Apache-2.0 (permissive)
CAT-DM: Controllable Accelerated Virtual Try-on with Diffusion Model 30 Nov 2023 zengjianhao/cat-dm/ldm/util.py b1368330cf0f5642 ran no licence file found · pointer only
Adaptive Latent Diffusion Model for 3D Medical Image to Image Translation: Multi-modal Magnetic Resonance Imaging Study 1 Nov 2023 jongdory/aldm/LDM/ldm/util.py b1368330cf0f5642 ran Apache-2.0 (permissive)
Toward effective protection against diffusion based mimicry through score distillation 2 Oct 2023 xavihart/Diff-Protect/code/ldm/util.py b1368330cf0f5642 ran no licence file found · pointer only
Uni-paint: A Unified Framework for Multimodal Image Inpainting with Pretrained Diffusion Model 11 Oct 2023 ysy31415/unipaint/ldm/util.py 473abb548b2700d6 ran Apache-2.0 (permissive)
EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models 5 Oct 2023 ThisisBillhe/EfficientDM/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
PathLDM: Text conditioned Latent Diffusion Model for Histopathology 1 Sep 2023 cvlab-stonybrook/pathldm/ldm/util.py b1368330cf0f5642 ran no licence file found · pointer only
ControlCom: Controllable Image Composition using Diffusion Model 19 Aug 2023 bcmi/controlcom-image-composition/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
AltDiffusion: A Multilingual Text-to-Image Diffusion Model 19 Aug 2023 superhero-7/altdiffuson/src/ldm/util.py b1368330cf0f5642 ran no licence file found · pointer only
Taming the Power of Diffusion Models for High-Quality Virtual Try-On with Appearance Flow 11 Aug 2023 bcmi/DCI-VTON-Virtual-Try-On/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
Painterly Image Harmonization using Diffusion Model 4 Aug 2023 bcmi/phdiffusion-painterly-image-harmonization/ldm/util.py b1368330cf0f5642 ran Apache-2.0 (permissive)
MusicLDM: Enhancing Novelty in Text-to-Music Generation Using Beat-Synchronous Mixup Strategies 3 Aug 2023 retrocirce/musicldm/interface/src/latent_diffusion/util.py b1368330cf0f5642 ran no licence file found · pointer only
AdvDiff: Generating Unrestricted Adversarial Examples using Diffusion Models 24 Jul 2023 EricDai0/advdiff/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition 24 Jul 2023 Shilin-LU/TF-ICON/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
Identity-Preserving Aging of Face Images via Latent Diffusion Models 17 Jul 2023 sudban3089/ID-Preserving-Facial-Aging/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
Designing a Better Asymmetric VQGAN for StableDiffusion 7 Jun 2023 buxiangzhiren/asymmetric_vqgan/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
ViCo: Plug-and-play Visual Condition for Personalized Text-to-image Generation 1 Jun 2023 haoosz/vico/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models 25 May 2023 zyxElsa/ProSpect/ldm/util.py b1368330cf0f5642 ran Apache-2.0 (permissive)
SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model 3 May 2023 wenquanlu/handrefiner/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
Inst-Inpaint: Instructing to Remove Objects with Diffusion Models 6 Apr 2023 abyildirim/inst-inpaint/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
A Closer Look at Parameter-Efficient Tuning in Diffusion Models 31 Mar 2023 Xiang-cd/unet-finetune/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
LDMVFI: Video Frame Interpolation with Latent Diffusion Models 16 Mar 2023 danielism97/ldmvfi/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
Ensemble flow reconstruction in the atmospheric boundary layer from spatially limited measurements through latent diffusion models 1 Mar 2023 rybchuk/latent-diffusion-3d-atmospheric-boundary-layer/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
SINE: SINgle Image Editing with Text-to-Image Diffusion Models 8 Dec 2022 zhang-zx/sine/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
InstructPix2Pix: Learning to Follow Image Editing Instructions 17 Nov 2022 xuduo35/InstructPix2Pix/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
High-Resolution Image Editing via Multi-Stage Blended Diffusion 24 Oct 2022 pfnet-research/multi-stage-blended-diffusion/multi-scale-blended-diffusion/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis 29 Aug 2022 davidhalladay/frido/frido/util.py b1368330cf0f5642 ran MIT (permissive)
Blended Latent Diffusion 6 Jun 2022 omriav/blended-latent-diffusion/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
A Disentangling Invertible Interpretation Network for Explaining Latent Representations 27 Apr 2020 KongBOy/analyze_16_code_iin/try_edexplore.py 6050fa71db03b49d unverified MIT (permissive)
arXiv:ijcai2025_1126 ivcylc/OpenMusic/audioldm_train/utilities/model_util.py b1368330cf0f5642 ran MIT (permissive)
arXiv:aaai_28503 yuhongwei22/MFA/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
arXiv:aaai_27912 danier97/LDMVFI/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
arXiv:Jiang_Diffuse3D_Wide-Angle_3D_Photography_via_Bilateral_Diffusion_ICCV_2023_paper yutaojiang1/Diffuse3D/BilateralDiffusion/ldm/util.py b1368330cf0f5642 ran MIT (permissive)
arXiv:Dombrowski_Foreground-Background_Separation_through_Concept_Distillation_from_Generative_Image_Foundation_Models_ICCV_2023_paper MischaD/fobadiffusion/finetune-stable-diffusion/ldm/util.py b1368330cf0f5642 ran MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections